Determine the feasibility of concurrent erlotinib and chemoradiation as measured by safety and compliance. Safety is measured by the rate of grade 3 or worse nonhematological toxicities occurring prior to the beginning of consolidation therapy (including all toxicities attributed to chemoradiation occurring within 90 days of the start of radiation therapy); compliance is defined as the completion of the treatment regimen with no more than minor variations.